AlphaMissenseR (original) (raw)
This is the released version of AlphaMissenseR; for the devel version, seeAlphaMissenseR.
Accessing AlphaMissense Data Resources in R
Bioconductor version: Release (3.21)
The AlphaMissense publication outlines how a variant of AlphaFold / DeepMind was used to predict missense variant pathogenicity. Supporting data on Zenodo include, for instance, 71M variants across hg19 and hg38 genome builds. The 'AlphaMissenseR' package allows ready access to the data, downloading individual files to DuckDB databases for exploration and integration into *R* and *Bioconductor* workflows.
Author: Martin Morgan [aut, cre] ORCID: 0000-0002-5874-8148 , Tram Nguyen [aut]
ORCID: 0000-0003-4809-6227 , Tyrone Lee [ctb], Nitesh Turaga [ctb], Chan Zuckerberg Initiative DAF CZF2019-002443 [fnd], NIH NCI ITCR U24CA180996 [fnd], NIH NCI IOTN U24CA232979 [fnd], NIH NCI ARTNet U24CA274159 [fnd]
Maintainer: Martin Morgan <mtmorgan.xyz at gmail.com>
Citation (from within R, enter citation("AlphaMissenseR")
):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("AlphaMissenseR")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("AlphaMissenseR")
A. Introduction | HTML | R Script |
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B. AlphaFold Integration | HTML | R Script |
C. ClinVar Integration | HTML | R Script |
D. Benchmarking with ProteinGym | HTML | R Script |
E. Issues & Solutions | HTML | R Script |
Reference Manual | ||
NEWS | Text |
Details
biocViews | Annotation, FunctionalGenomics, GenePrediction, ImmunoOncology, SNP, Software, StructuralPrediction, Transcriptomics, VariantAnnotation |
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Version | 1.4.0 |
In Bioconductor since | BioC 3.19 (R-4.4) (1 year) |
License | Artistic-2.0 |
Depends | R (>= 4.3.0), dplyr |
Imports | rjsoncons (>= 1.0.1), DBI, duckdb (>= 0.9.1), rlang, curl, BiocFileCache, spdl, memoise, BiocBaseUtils, utils, stats, tools, methods, whisker, ggplot2 |
System Requirements | |
URL | https://mtmorgan.github.io/AlphaMissenseR/ |
Bug Reports | https://github.com/mtmorgan/AlphaMissenseR/issues |
See More
Suggests | BiocManager, BiocGenerics, GenomicRanges, GenomeInfoDb, AnnotationHub, ExperimentHub, ensembldb, httr, tidyr, r3dmol, bio3d, shiny, shiny.gosling, ggdist, gghalves, colorspace, knitr, rmarkdown, testthat (>= 3.0.0) |
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Linking To | |
Enhances | |
Depends On Me | |
Imports Me | |
Suggests Me | |
Links To Me | |
Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
Source Package | AlphaMissenseR_1.4.0.tar.gz |
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Windows Binary (x86_64) | AlphaMissenseR_1.4.0.zip |
macOS Binary (x86_64) | AlphaMissenseR_1.4.0.tgz |
macOS Binary (arm64) | AlphaMissenseR_1.4.0.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/AlphaMissenseR |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/AlphaMissenseR |
Bioc Package Browser | https://code.bioconductor.org/browse/AlphaMissenseR/ |
Package Short Url | https://bioconductor.org/packages/AlphaMissenseR/ |
Package Downloads Report | Download Stats |